Table 13 Comparison of best classification accuracy for the Breast Cancer dataset
From: Accurate molecular classification of cancer using simple rules
Methods (feature selection + classification) | #Selected genes | #Correctly classified samples (accuracy) | Rule-based classifier |
|---|---|---|---|
α depended degree + decision rules [this work] | 1 | 16 (84.21%) | yes |
TSP [14] | 2 | 79.38%e | yes |
RBF [50] | 67 | 79.38%e | yes |
discretization + decision trees [11] | unknown | 17 (89.47%) | yes |
correlation coefficient [19] | 70 | 17 (89.47%) | no |